clean-user-facing-text SKILL.md skillA

clean-user-facing-text from guillaumemeyer/watermarks-remover is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add guillaumemeyer/watermarks-remover/clean-user-facing-text@git:20260828.ac1711f

Pins git:20260828.ac1711f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
guillaumemeyer/watermarks-remover
Path
skills/clean-user-facing-text/SKILL.md
Versions recorded
5
Latest version
git:20260828.ac1711f, committed Aug 28, 2026
First version recorded
Aug 19, 2026
Size
13,890 bytes
Repository stars
26,712
License
MIT

Clean and finalize authorized natural-language text intended for readers by auditing suspicious invisible Unicode and rewriting prose while preserving facts, meaning, and the writer's voice. Use when the user asks to clean, humanize, polish, or finalize articles, manuscripts, reports, documentation, emails, product copy, UI text, Markdown, or HTML prose, or when a project rule or instruction file explicitly requires this workflow. Don't use for code-only tasks or undisclosed authorship…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Clean user-facing text

Apply a final text-hygiene pass to prose the user owns or is authorized to process. Treat Unicode cleanup as deterministic and statistical-watermark reduction as best-effort; never claim that a rewrite proves human authorship or is undetectable. Preserve required academic, legal, platform, and regulatory disclosures.

## Workflow

1. Identify the prose that readers will see.
2. Protect non-prose spans:
   - fenced and inline code
   - commands, paths, URLs, identifiers, API names, and exact values
   - formulas, citations, and text the user asks to quote verbatim
3. Preserve every claim, fact, number, name, citation, and requirement. Never invent a detail, name, number, quote, or source to make the prose easier to write or more varied: if a fact is missing, flag the gap rather than fill it. The rewrite may sharpen, compress, or reorder, but it may not add or remove claims.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add guillaumemeyer/watermarks-remover/clean-user-facing-text@sha256:07ce27ad6e3c25b7

The line at the top of this page pins the label git:20260828.ac1711f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_djgvm7n6xvdhapbd.svg)](https://markdownregistry.com/a/art_djgvm7n6xvdhapbd)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 19, 2026 and Aug 28, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260828.ac1711f latest2026-08-28 ac1711f 13,890 BA view · diff
git:20260823.5ef58062026-08-23 5ef5806 5,153 BA view · diff
git:20260822.3fb30382026-08-22 3fb3038 5,153 BA view · diff
git:20260822.21accf92026-08-22 21accf9 4,923 BA view · diff
git:20260819.7ed31932026-08-19 7ed3193 4,309 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13890 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

guillaumemeyer/watermarks-remover · 26,712 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_djgvm7n6xvdhapbd
GET https://markdownregistry.com/api/v1/resolve?ref=guillaumemeyer/watermarks-remover/clean-user-facing-text
GET https://markdownregistry.com/api/v1/blob/07ce27ad6e3c25b738285e7087c42364c1738f446b7dd7d2feedb174f6a5c1c3

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from guillaumemeyer/watermarks-remover

remove-ai-marks SKILL.md skill
guillaumemeyer/watermarks-remover · skills/remove-ai-marks/SKILL.md · Remove multi-vendor AI provenance marks: invisible Unicode (Layer A), statistical text watermarks via rewrite (Layer B…
git:20261002.43107e4 · audit B · 26,712 stars

Every file in guillaumemeyer/watermarks-remover

Browse by kind, by grade A, or by owner.